Tfdginixml: a novel explainable machine learning framework for early detection of cardiac abnormalities based on nonlinear time-frequency distribution gini index features

Cardiovascular diseases (CVDs) are the leading cause of global death, with approximately 80% of such CVD mortalities occurring in low and middle-income regions. Early detection of cardiac abnormalities is essential for timely intervention and minimizing mortalities. Automated CVD detection methods a...

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Bibliographic Details
Main Authors: Aashiq, Mohamed, Hashim, Shaiful Jahari, Rokhani, Fakhrul Zaman, Hanafi, Marsyita, Faeq Hussein, Ahmed
Format: Article
Language:en
Published: Institute of Electrical and Electronics Engineers 2025
Online Access:http://psasir.upm.edu.my/id/eprint/121567/1/121567.pdf
http://psasir.upm.edu.my/id/eprint/121567/
https://ieeexplore.ieee.org/document/10981715/
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